Overview

Brought to you by YData

Dataset statistics

Number of variables	33
Number of observations	172
Missing cells	322
Missing cells (%)	5.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	44.5 KiB
Average record size in memory	264.8 B

Variable types

Text	13
Numeric	3
Categorical	16
DateTime	1

Alerts

`adaptivetype` is highly overall correlated with `alttype` and 5 other fields	High correlation
`alttype` is highly overall correlated with `adaptivetype`	High correlation
`be` is highly overall correlated with `id` and 1 other fields	High correlation
`client_positions` is highly overall correlated with `adaptivetype` and 4 other fields	High correlation
`damage` is highly overall correlated with `client_positions` and 2 other fields	High correlation
`external_positions` is highly overall correlated with `adaptivetype` and 3 other fields	High correlation
`herotype` is highly overall correlated with `adaptivetype` and 6 other fields	High correlation
`id` is highly overall correlated with `be`	High correlation
`rangetype` is highly overall correlated with `client_positions` and 4 other fields	High correlation
`role` is highly overall correlated with `adaptivetype` and 4 other fields	High correlation
`rp` is highly overall correlated with `be`	High correlation
`style` is highly overall correlated with `adaptivetype`	High correlation
`toughness` is highly overall correlated with `herotype` and 2 other fields	High correlation
`resource` is highly imbalanced (70.6%)	Imbalance
`alttype` has 28 (16.3%) missing values	Missing
`resource` has 5 (2.9%) missing values	Missing
`skills` has 2 (1.2%) missing values	Missing
`fullname` has 129 (75.0%) missing values	Missing
`nickname` has 158 (91.9%) missing values	Missing
`Unnamed: 0` has unique values	Unique
`id` has unique values	Unique
`stats` has unique values	Unique
`skill_q` has unique values	Unique
`skill_e` has unique values	Unique
`style` has 5 (2.9%) zeros	Zeros

Reproduction

Analysis started	2025-03-05 21:26:25.853397
Analysis finished	2025-03-05 21:26:27.582589
Duration	1.73 second
Software version	ydata-profiling vv4.13.0
Download configuration	config.json

Unnamed: 0
Text

Unique

Distinct	172
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Length

Max length	14
Median length	12
Mean length	6.1569767
Min length	2

Characters and Unicode

Total characters	1059
Distinct characters	55
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	172 ?
Unique (%)	100.0%

Sample

1st row	Aatrox
2nd row	Ahri
3rd row	Akali
4th row	Akshan
5th row	Alistar

Value	Count	Frequency (%)
gnar	2	1.1%
kled	2	1.1%
	2	1.1%
aatrox	1	0.5%
alistar	1	0.5%
ambessa	1	0.5%
akali	1	0.5%
ahri	1	0.5%
annie	1	0.5%
aphelios	1	0.5%
Other values (174)	174	93.0%

Most occurring characters

Value	Count	Frequency (%)
a	136	12.8%
e	89	8.4%
i	89	8.4%
n	80	7.6%
r	73	6.9%
l	51	4.8%
o	43	4.1%
s	36	3.4%
u	30	2.8%
t	28	2.6%
Other values (45)	404	38.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1059	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	136	12.8%
e	89	8.4%
i	89	8.4%
n	80	7.6%
r	73	6.9%
l	51	4.8%
o	43	4.1%
s	36	3.4%
u	30	2.8%
t	28	2.6%
Other values (45)	404	38.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1059	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	136	12.8%
e	89	8.4%
i	89	8.4%
n	80	7.6%
r	73	6.9%
l	51	4.8%
o	43	4.1%
s	36	3.4%
u	30	2.8%
t	28	2.6%
Other values (45)	404	38.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1059	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	136	12.8%
e	89	8.4%
i	89	8.4%
n	80	7.6%
r	73	6.9%
l	51	4.8%
o	43	4.1%
s	36	3.4%
u	30	2.8%
t	28	2.6%
Other values (45)	404	38.1%

id
Real number (ℝ)

High correlation Unique

Distinct	172
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	195.72849

Minimum	1
Maximum	950
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	1
5-th percentile	9.55
Q1	43.75
median	102.5
Q3	233.25
95-th percentile	880.95
Maximum	950
Range	949
Interquartile range (IQR)	189.5

Descriptive statistics

Standard deviation	243.32669
Coefficient of variation (CV)	1.2431848
Kurtosis	2.6337039
Mean	195.72849
Median Absolute Deviation (MAD)	67
Skewness	1.8946615
Sum	33665.3
Variance	59207.876
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
266	1	0.6%
103	1	0.6%
84	1	0.6%
166	1	0.6%
12	1	0.6%
799	1	0.6%
32	1	0.6%
34	1	0.6%
1	1	0.6%
523	1	0.6%
Other values (162)	162	94.2%

Value	Count	Frequency (%)
1	1	0.6%
2	1	0.6%
3	1	0.6%
4	1	0.6%
5	1	0.6%
6	1	0.6%
7	1	0.6%
8	1	0.6%
9	1	0.6%
10	1	0.6%

Value	Count	Frequency (%)
950	1	0.6%
910	1	0.6%
902	1	0.6%
901	1	0.6%
897	1	0.6%
895	1	0.6%
893	1	0.6%
888	1	0.6%
887	1	0.6%
876	1	0.6%

apiname
Text

Distinct	171
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Length

Max length	12
Median length	10
Mean length	5.9186047
Min length	2

Characters and Unicode

Total characters	1018
Distinct characters	51
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	170 ?
Unique (%)	98.8%

Sample

1st row	Aatrox
2nd row	Ahri
3rd row	Akali
4th row	Akshan
5th row	Alistar

Value	Count	Frequency (%)
kled	2	1.2%
ahri	1	0.6%
aatrox	1	0.6%
akshan	1	0.6%
alistar	1	0.6%
ambessa	1	0.6%
amumu	1	0.6%
anivia	1	0.6%
annie	1	0.6%
aphelios	1	0.6%
Other values (161)	161	93.6%

Most occurring characters

Value	Count	Frequency (%)
a	132	13.0%
i	90	8.8%
e	89	8.7%
n	81	8.0%
r	72	7.1%
l	47	4.6%
o	43	4.2%
s	36	3.5%
t	28	2.8%
u	28	2.8%
Other values (41)	372	36.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1018	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	132	13.0%
i	90	8.8%
e	89	8.7%
n	81	8.0%
r	72	7.1%
l	47	4.6%
o	43	4.2%
s	36	3.5%
t	28	2.8%
u	28	2.8%
Other values (41)	372	36.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1018	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	132	13.0%
i	90	8.8%
e	89	8.7%
n	81	8.0%
r	72	7.1%
l	47	4.6%
o	43	4.2%
s	36	3.5%
t	28	2.8%
u	28	2.8%
Other values (41)	372	36.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1018	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	132	13.0%
i	90	8.8%
e	89	8.7%
n	81	8.0%
r	72	7.1%
l	47	4.6%
o	43	4.2%
s	36	3.5%
t	28	2.8%
u	28	2.8%
Other values (41)	372	36.5%

title
Text

Distinct	171
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Length

Max length	28
Median length	23
Mean length	18.139535
Min length	8

Characters and Unicode

Total characters	3120
Distinct characters	53
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	170 ?
Unique (%)	98.8%

Sample

1st row	the Darkin Blade
2nd row	the Nine-Tailed Fox
3rd row	the Rogue Assassin
4th row	the Rogue Sentinel
5th row	the Minotaur

Value	Count	Frequency (%)
the	182	33.0%
of	44	8.0%
void	7	1.3%
king	5	0.9%
shadow	4	0.7%
master	3	0.5%
demacia	3	0.5%
sands	3	0.5%
blade	3	0.5%
zaun	3	0.5%
Other values (269)	295	53.4%

Most occurring characters

Value	Count	Frequency (%)
e	434	13.9%
	380	12.2%
t	280	9.0%
h	233	7.5%
r	191	6.1%
a	170	5.4%
o	170	5.4%
n	146	4.7%
i	126	4.0%
s	103	3.3%
Other values (43)	887	28.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3120	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	434	13.9%
	380	12.2%
t	280	9.0%
h	233	7.5%
r	191	6.1%
a	170	5.4%
o	170	5.4%
n	146	4.7%
i	126	4.0%
s	103	3.3%
Other values (43)	887	28.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3120	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	434	13.9%
	380	12.2%
t	280	9.0%
h	233	7.5%
r	191	6.1%
a	170	5.4%
o	170	5.4%
n	146	4.7%
i	126	4.0%
s	103	3.3%
Other values (43)	887	28.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3120	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	434	13.9%
	380	12.2%
t	280	9.0%
h	233	7.5%
r	191	6.1%
a	170	5.4%
o	170	5.4%
n	146	4.7%
i	126	4.0%
s	103	3.3%
Other values (43)	887	28.4%

difficulty
Categorical

Distinct	3
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

2	93
1	51
3	28

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	172
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	3
5th row	1

Common Values

Value	Count	Frequency (%)
2	93	54.1%
1	51	29.7%
3	28	16.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	93	54.1%
1	51	29.7%
3	28	16.3%

Most occurring characters

Value	Count	Frequency (%)
2	93	54.1%
1	51	29.7%
3	28	16.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	172	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	93	54.1%
1	51	29.7%
3	28	16.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	172	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	93	54.1%
1	51	29.7%
3	28	16.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	172	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	93	54.1%
1	51	29.7%
3	28	16.3%

herotype
Categorical

High correlation

Distinct	6
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Fighter	49
Mage	37
Marksman	28
Tank	24
Assassin	17

Length

Max length	8
Median length	7
Mean length	6.1976744
Min length	4

Characters and Unicode

Total characters	1066
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Fighter
2nd row	Mage
3rd row	Assassin
4th row	Marksman
5th row	Tank

Common Values

Value	Count	Frequency (%)
Fighter	49	28.5%
Mage	37	21.5%
Marksman	28	16.3%
Tank	24	14.0%
Assassin	17	9.9%
Support	17	9.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
fighter	49	28.5%
mage	37	21.5%
marksman	28	16.3%
tank	24	14.0%
assassin	17	9.9%
support	17	9.9%

Most occurring characters

Value	Count	Frequency (%)
a	134	12.6%
s	96	9.0%
r	94	8.8%
g	86	8.1%
e	86	8.1%
n	69	6.5%
i	66	6.2%
t	66	6.2%
M	65	6.1%
k	52	4.9%
Other values (9)	252	23.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1066	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	134	12.6%
s	96	9.0%
r	94	8.8%
g	86	8.1%
e	86	8.1%
n	69	6.5%
i	66	6.2%
t	66	6.2%
M	65	6.1%
k	52	4.9%
Other values (9)	252	23.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1066	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	134	12.6%
s	96	9.0%
r	94	8.8%
g	86	8.1%
e	86	8.1%
n	69	6.5%
i	66	6.2%
t	66	6.2%
M	65	6.1%
k	52	4.9%
Other values (9)	252	23.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1066	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	134	12.6%
s	96	9.0%
r	94	8.8%
g	86	8.1%
e	86	8.1%
n	69	6.5%
i	66	6.2%
t	66	6.2%
M	65	6.1%
k	52	4.9%
Other values (9)	252	23.6%

alttype
Categorical

High correlation Missing

Distinct	6
Distinct (%)	4.2%
Missing	28
Missing (%)	16.3%
Memory size	1.5 KiB

Mage	38
Assassin	31
Support	28
Tank	25
Fighter	17

Length

Max length	8
Median length	7
Mean length	5.9375
Min length	4

Characters and Unicode

Total characters	855
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Tank
2nd row	Assassin
3rd row	Assassin
4th row	Support
5th row	Assassin

Common Values

Value	Count	Frequency (%)
Mage	38	22.1%
Assassin	31	18.0%
Support	28	16.3%
Tank	25	14.5%
Fighter	17	9.9%
Marksman	5	2.9%
(Missing)	28	16.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
mage	38	26.4%
assassin	31	21.5%
support	28	19.4%
tank	25	17.4%
fighter	17	11.8%
marksman	5	3.5%

Most occurring characters

Value	Count	Frequency (%)
s	129	15.1%
a	104	12.2%
n	61	7.1%
p	56	6.5%
g	55	6.4%
e	55	6.4%
r	50	5.8%
i	48	5.6%
t	45	5.3%
M	43	5.0%
Other values (9)	209	24.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	855	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
s	129	15.1%
a	104	12.2%
n	61	7.1%
p	56	6.5%
g	55	6.4%
e	55	6.4%
r	50	5.8%
i	48	5.6%
t	45	5.3%
M	43	5.0%
Other values (9)	209	24.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	855	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
s	129	15.1%
a	104	12.2%
n	61	7.1%
p	56	6.5%
g	55	6.4%
e	55	6.4%
r	50	5.8%
i	48	5.6%
t	45	5.3%
M	43	5.0%
Other values (9)	209	24.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	855	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
s	129	15.1%
a	104	12.2%
n	61	7.1%
p	56	6.5%
g	55	6.4%
e	55	6.4%
r	50	5.8%
i	48	5.6%
t	45	5.3%
M	43	5.0%
Other values (9)	209	24.4%

resource
Categorical

Imbalance Missing

Distinct	14
Distinct (%)	8.4%
Missing	5
Missing (%)	2.9%
Memory size	1.5 KiB

Mana	142
Energy	6
Rage	3
Fury	3
Courage	2
Other values (9)	11

Length

Max length	12
Median length	4
Mean length	4.2634731
Min length	4

Characters and Unicode

Total characters	712
Distinct characters	29
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7 ?
Unique (%)	4.2%

Sample

1st row	Blood Well
2nd row	Mana
3rd row	Energy
4th row	Mana
5th row	Mana

Common Values

Value	Count	Frequency (%)
Mana	142	82.6%
Energy	6	3.5%
Rage	3	1.7%
Fury	3	1.7%
Courage	2	1.2%
Health	2	1.2%
Flow	2	1.2%
Blood Well	1	0.6%
Frenzy	1	0.6%
Shield	1	0.6%
Other values (4)	4	2.3%
(Missing)	5	2.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
mana	142	84.0%
energy	6	3.6%
rage	3	1.8%
fury	3	1.8%
courage	2	1.2%
health	2	1.2%
flow	2	1.2%
blood	1	0.6%
well	1	0.6%
frenzy	1	0.6%
Other values (6)	6	3.6%

Most occurring characters

Value	Count	Frequency (%)
a	292	41.0%
n	150	21.1%
M	142	19.9%
e	18	2.5%
r	15	2.1%
y	11	1.5%
g	11	1.5%
o	8	1.1%
l	8	1.1%
F	7	1.0%
Other values (19)	50	7.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	712	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	292	41.0%
n	150	21.1%
M	142	19.9%
e	18	2.5%
r	15	2.1%
y	11	1.5%
g	11	1.5%
o	8	1.1%
l	8	1.1%
F	7	1.0%
Other values (19)	50	7.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	712	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	292	41.0%
n	150	21.1%
M	142	19.9%
e	18	2.5%
r	15	2.1%
y	11	1.5%
g	11	1.5%
o	8	1.1%
l	8	1.1%
F	7	1.0%
Other values (19)	50	7.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	712	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	292	41.0%
n	150	21.1%
M	142	19.9%
e	18	2.5%
r	15	2.1%
y	11	1.5%
g	11	1.5%
o	8	1.1%
l	8	1.1%
F	7	1.0%
Other values (19)	50	7.0%

stats
Text

Unique

Distinct	172
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Length

Max length	871
Median length	614.5
Mean length	582.94767
Min length	440

Characters and Unicode

Total characters	100267
Distinct characters	42
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	172 ?
Unique (%)	100.0%

Sample

1st row	{'hp_base': 650, 'hp_lvl': 114, 'mp_base': 0, 'mp_lvl': 0, 'arm_base': 38, 'arm_lvl': 4.8, 'mr_base': 32, 'mr_lvl': 2.05, 'hp5_base': 3, 'hp5_lvl': 0.5, 'mp5_base': 0, 'mp5_lvl': 0, 'dam_base': 60, 'dam_lvl': 5, 'as_base': 0.651, 'as_lvl': 2.5, 'range': 175, 'ms': 345, 'acquisition_radius': 475, 'selection_height': 180, 'selection_radius': 135, 'pathing_radius': 35, 'as_ratio': 0.651000022888183, 'attack_cast_time': 0.300000011920928, 'attack_total_time': 1.51999998092651, 'aram': {'dmg_dealt': 1.05, 'dmg_taken': 1}, 'urf': {'dmg_dealt': 1.15, 'dmg_taken': 0.7}}
2nd row	{'hp_base': 590, 'hp_lvl': 104, 'mp_base': 418, 'mp_lvl': 25, 'arm_base': 21, 'arm_lvl': 4.7, 'mr_base': 30, 'mr_lvl': 1.3, 'hp5_base': 2.5, 'hp5_lvl': 0.6, 'mp5_base': 8, 'mp5_lvl': 0.8, 'dam_base': 53, 'dam_lvl': 3, 'as_base': 0.668, 'as_lvl': 2.2, 'range': 550, 'ms': 330, 'acquisition_radius': 525, 'selection_height': 135, 'selection_radius': 100, 'pathing_radius': 35, 'as_ratio': 0.625, 'attack_delay_offset': -0.1, 'missile_speed': 1750, 'aram': {'dmg_dealt': 0.97, 'dmg_taken': 1, 'healing': 0.9}, 'urf': {'dmg_dealt': 0.9, 'dmg_taken': 1.05}, 'usb': {'dmg_taken': 0.95}}
3rd row	{'hp_base': 600, 'hp_lvl': 119, 'mp_base': 200, 'mp_lvl': 0, 'arm_base': 23, 'arm_lvl': 4.7, 'mr_base': 37, 'mr_lvl': 2.05, 'hp5_base': 9, 'hp5_lvl': 0.9, 'mp5_base': 50, 'mp5_lvl': 0, 'dam_base': 62, 'dam_lvl': 3.3, 'as_base': 0.625, 'as_lvl': 3.2, 'range': 125, 'ms': 345, 'acquisition_radius': 400, 'selection_height': 138.88890075683594, 'selection_radius': 100, 'pathing_radius': 30, 'as_ratio': 0.625, 'attack_delay_offset': -0.160999998450279, 'aram': {'dmg_dealt': 1.05, 'dmg_taken': 0.9, 'energyregen_mod': 1.2, 'tenacity': 1.2}, 'nb': {'dmg_taken': 0.9, 'ability_haste': 20}, 'ofa': {'dmg_dealt': 1.05, 'dmg_taken': 0.97}, 'urf': {'dmg_taken': 0.9}}
4th row	{'hp_base': 630, 'hp_lvl': 107, 'mp_base': 350, 'mp_lvl': 40, 'arm_base': 26, 'arm_lvl': 4.7, 'mr_base': 30, 'mr_lvl': 1.3, 'hp5_base': 3.75, 'hp5_lvl': 0.65, 'mp5_base': 8.2, 'mp5_lvl': 0.7, 'dam_base': 52, 'dam_lvl': 3, 'as_base': 0.638, 'as_lvl': 4, 'range': 500, 'ms': 330, 'acquisition_radius': 750, 'selection_height': 100, 'selection_radius': 100, 'pathing_radius': 35, 'as_ratio': 0.4, 'attack_delay_offset': -0.1667, 'missile_speed': 2000, 'aram': {'dmg_dealt': 1.05, 'dmg_taken': 0.95}, 'urf': {'dmg_dealt': 1.05, 'dmg_taken': 1}}
5th row	{'hp_base': 685, 'hp_lvl': 120, 'mp_base': 350, 'mp_lvl': 40, 'arm_base': 47, 'arm_lvl': 4.7, 'mr_base': 32, 'mr_lvl': 2.05, 'hp5_base': 8.5, 'hp5_lvl': 0.85, 'mp5_base': 8.5, 'mp5_lvl': 0.8, 'dam_base': 62, 'dam_lvl': 3.75, 'as_base': 0.625, 'as_lvl': 2.125, 'range': 125, 'ms': 330, 'acquisition_radius': 600, 'selection_height': 170, 'selection_radius': 140, 'pathing_radius': 50, 'gameplay_radius': 80, 'as_ratio': 0.625, 'aram': {'dmg_dealt': 0.95, 'dmg_taken': 1.05, 'healing': 0.8}, 'ofa': {'dmg_dealt': 1.05, 'dmg_taken': 0.97}, 'usb': {'dmg_dealt': 0.95, 'dmg_taken': 1}, 'urf': {'dmg_dealt': 1, 'dmg_taken': 0.95}}

Value	Count	Frequency (%)
dmg_dealt	359	3.3%
dmg_taken	342	3.2%
as_lvl	176	1.6%
hp_lvl	176	1.6%
arm_lvl	175	1.6%
dam_lvl	174	1.6%
hp_base	174	1.6%
1.05	174	1.6%
arm_base	173	1.6%
as_ratio	172	1.6%
Other values (633)	8660	80.5%

Most occurring characters

Value	Count	Frequency (%)
'	11176	11.1%
	10583	10.6%
a	5833	5.8%
:	5588	5.6%
,	4995	5.0%
_	4945	4.9%
0	4018	4.0%
l	3903	3.9%
e	3886	3.9%
s	3645	3.6%
Other values (32)	41695	41.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	100267	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
'	11176	11.1%
	10583	10.6%
a	5833	5.8%
:	5588	5.6%
,	4995	5.0%
_	4945	4.9%
0	4018	4.0%
l	3903	3.9%
e	3886	3.9%
s	3645	3.6%
Other values (32)	41695	41.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	100267	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
'	11176	11.1%
	10583	10.6%
a	5833	5.8%
:	5588	5.6%
,	4995	5.0%
_	4945	4.9%
0	4018	4.0%
l	3903	3.9%
e	3886	3.9%
s	3645	3.6%
Other values (32)	41695	41.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	100267	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
'	11176	11.1%
	10583	10.6%
a	5833	5.8%
:	5588	5.6%
,	4995	5.0%
_	4945	4.9%
0	4018	4.0%
l	3903	3.9%
e	3886	3.9%
s	3645	3.6%
Other values (32)	41695	41.6%

rangetype
Categorical

High correlation

Distinct	2
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Melee	91
Ranged	81

Length

Max length	6
Median length	5
Mean length	5.4709302
Min length	5

Characters and Unicode

Total characters	941
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Melee
2nd row	Ranged
3rd row	Melee
4th row	Ranged
5th row	Melee

Common Values

Value	Count	Frequency (%)
Melee	91	52.9%
Ranged	81	47.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
melee	91	52.9%
ranged	81	47.1%

Most occurring characters

Value	Count	Frequency (%)
e	354	37.6%
M	91	9.7%
l	91	9.7%
R	81	8.6%
a	81	8.6%
n	81	8.6%
g	81	8.6%
d	81	8.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	941	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	354	37.6%
M	91	9.7%
l	91	9.7%
R	81	8.6%
a	81	8.6%
n	81	8.6%
g	81	8.6%
d	81	8.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	941	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	354	37.6%
M	91	9.7%
l	91	9.7%
R	81	8.6%
a	81	8.6%
n	81	8.6%
g	81	8.6%
d	81	8.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	941	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	354	37.6%
M	91	9.7%
l	91	9.7%
R	81	8.6%
a	81	8.6%
n	81	8.6%
g	81	8.6%
d	81	8.6%

date
Date

Distinct	141
Distinct (%)	82.0%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Minimum	2009-02-21 00:00:00
Maximum	2025-01-23 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

patch
Text

Distinct	141
Distinct (%)	82.0%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Length

Max length	20
Median length	19
Mean length	8.8372093
Min length	4

Characters and Unicode

Total characters	1520
Distinct characters	34
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	128 ?
Unique (%)	74.4%

Sample

1st row	V3.8
2nd row	V1.0.0.131
3rd row	V1.0.0.85
4th row	V11.15
5th row	Alpha Week 2

Value	Count	Frequency (%)
alpha	17	7.2%
week	17	7.2%
2	17	7.2%
patch	10	4.2%
2009	10	4.2%
v0.9.22.16	4	1.7%
may	3	1.3%
1	3	1.3%
june	3	1.3%
v1.0.0.131	2	0.8%
Other values (139)	150	63.6%

Most occurring characters

Value	Count	Frequency (%)
.	312	20.5%
1	215	14.1%
0	207	13.6%
V	145	9.5%
2	104	6.8%
	64	4.2%
9	40	2.6%
3	38	2.5%
4	37	2.4%
e	37	2.4%
Other values (24)	321	21.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1520	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
.	312	20.5%
1	215	14.1%
0	207	13.6%
V	145	9.5%
2	104	6.8%
	64	4.2%
9	40	2.6%
3	38	2.5%
4	37	2.4%
e	37	2.4%
Other values (24)	321	21.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1520	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
.	312	20.5%
1	215	14.1%
0	207	13.6%
V	145	9.5%
2	104	6.8%
	64	4.2%
9	40	2.6%
3	38	2.5%
4	37	2.4%
e	37	2.4%
Other values (24)	321	21.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1520	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
.	312	20.5%
1	215	14.1%
0	207	13.6%
V	145	9.5%
2	104	6.8%
	64	4.2%
9	40	2.6%
3	38	2.5%
4	37	2.4%
e	37	2.4%
Other values (24)	321	21.1%

changes
Categorical

Distinct	20
Distinct (%)	11.6%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

V25.S1.3	37
V14.24	26
V25.S1.2	17
V14.21	16
V14.22	12
Other values (15)	64

Length

Max length	8
Median length	6
Mean length	6.6686047
Min length	5

Characters and Unicode

Total characters	1147
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	2.3%

Sample

1st row	V25.S1.3
2nd row	V25.S1.2
3rd row	V14.18
4th row	V14.22
5th row	V14.16

Common Values

Value	Count	Frequency (%)
V25.S1.3	37	21.5%
V14.24	26	15.1%
V25.S1.2	17	9.9%
V14.21	16	9.3%
V14.22	12	7.0%
V14.9	11	6.4%
V14.20	10	5.8%
V25.S1.1	10	5.8%
V14.18	7	4.1%
V14.23	7	4.1%
Other values (10)	19	11.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
v25.s1.3	37	21.5%
v14.24	26	15.1%
v25.s1.2	17	9.9%
v14.21	16	9.3%
v14.22	12	7.0%
v14.9	11	6.4%
v14.20	10	5.8%
v25.s1.1	10	5.8%
v14.18	7	4.1%
v14.23	7	4.1%
Other values (10)	19	11.0%

Most occurring characters

Value	Count	Frequency (%)
.	236	20.6%
1	222	19.4%
V	172	15.0%
2	167	14.6%
4	135	11.8%
5	67	5.8%
S	64	5.6%
3	46	4.0%
9	13	1.1%
0	13	1.1%
Other values (3)	12	1.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1147	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
.	236	20.6%
1	222	19.4%
V	172	15.0%
2	167	14.6%
4	135	11.8%
5	67	5.8%
S	64	5.6%
3	46	4.0%
9	13	1.1%
0	13	1.1%
Other values (3)	12	1.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1147	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
.	236	20.6%
1	222	19.4%
V	172	15.0%
2	167	14.6%
4	135	11.8%
5	67	5.8%
S	64	5.6%
3	46	4.0%
9	13	1.1%
0	13	1.1%
Other values (3)	12	1.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1147	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
.	236	20.6%
1	222	19.4%
V	172	15.0%
2	167	14.6%
4	135	11.8%
5	67	5.8%
S	64	5.6%
3	46	4.0%
9	13	1.1%
0	13	1.1%
Other values (3)	12	1.0%

role
Categorical

High correlation

Distinct	28
Distinct (%)	16.3%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

{'Marksman'}	21
{'Vanguard'}	16
{'Diver'}	15
{'Juggernaut'}	14
{'Specialist'}	14
Other values (23)	92

Length

Max length	26
Median length	25
Mean length	13.19186
Min length	9

Characters and Unicode

Total characters	2269
Distinct characters	33
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	13 ?
Unique (%)	7.6%

Sample

1st row	{'Juggernaut'}
2nd row	{'Burst'}
3rd row	{'Assassin'}
4th row	{'Marksman', 'Assassin'}
5th row	{'Vanguard'}

Common Values

Value	Count	Frequency (%)
{'Marksman'}	21	12.2%
{'Vanguard'}	16	9.3%
{'Diver'}	15	8.7%
{'Juggernaut'}	14	8.1%
{'Specialist'}	14	8.1%
{'Skirmisher'}	14	8.1%
{'Assassin'}	13	7.6%
{'Burst'}	12	7.0%
{'Battlemage'}	11	6.4%
{'Enchanter'}	8	4.7%
Other values (18)	34	19.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
marksman	25	13.2%
assassin	19	10.1%
diver	18	9.5%
skirmisher	18	9.5%
burst	18	9.5%
vanguard	16	8.5%
juggernaut	14	7.4%
specialist	14	7.4%
enchanter	12	6.3%
battlemage	11	5.8%
Other values (3)	24	12.7%

Most occurring characters

Value	Count	Frequency (%)
'	378	16.7%
a	180	7.9%
{	172	7.6%
}	172	7.6%
r	170	7.5%
s	151	6.7%
e	122	5.4%
i	108	4.8%
n	105	4.6%
t	97	4.3%
Other values (23)	614	27.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2269	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
'	378	16.7%
a	180	7.9%
{	172	7.6%
}	172	7.6%
r	170	7.5%
s	151	6.7%
e	122	5.4%
i	108	4.8%
n	105	4.6%
t	97	4.3%
Other values (23)	614	27.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2269	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
'	378	16.7%
a	180	7.9%
{	172	7.6%
}	172	7.6%
r	170	7.5%
s	151	6.7%
e	122	5.4%
i	108	4.8%
n	105	4.6%
t	97	4.3%
Other values (23)	614	27.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2269	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
'	378	16.7%
a	180	7.9%
{	172	7.6%
}	172	7.6%
r	170	7.5%
s	151	6.7%
e	122	5.4%
i	108	4.8%
n	105	4.6%
t	97	4.3%
Other values (23)	614	27.1%

client_positions
Categorical

High correlation

Distinct	14
Distinct (%)	8.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

{'Top'}	39
{'Jungle'}	34
{'Middle'}	28
{'Support'}	26
{'Bottom'}	22
Other values (9)	23

Length

Max length	27
Median length	21
Mean length	10.755814
Min length	7

Characters and Unicode

Total characters	1850
Distinct characters	22
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	2.3%

Sample

1st row	{'Top'}
2nd row	{'Middle'}
3rd row	{'Top', 'Middle'}
4th row	{'Middle'}
5th row	{'Support'}

Common Values

Value	Count	Frequency (%)
{'Top'}	39	22.7%
{'Jungle'}	34	19.8%
{'Middle'}	28	16.3%
{'Support'}	26	15.1%
{'Bottom'}	22	12.8%
{'Support', 'Middle'}	6	3.5%
{'Top', 'Middle'}	4	2.3%
{'Jungle', 'Top'}	4	2.3%
{'Support', 'Bottom'}	3	1.7%
{'Jungle', 'Middle'}	2	1.2%
Other values (4)	4	2.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
top	49	25.0%
middle	42	21.4%
jungle	41	20.9%
support	37	18.9%
bottom	27	13.8%

Most occurring characters

Value	Count	Frequency (%)
'	392	21.2%
{	172	9.3%
}	172	9.3%
o	140	7.6%
p	123	6.6%
t	91	4.9%
d	84	4.5%
e	83	4.5%
l	83	4.5%
u	78	4.2%
Other values (12)	432	23.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1850	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
'	392	21.2%
{	172	9.3%
}	172	9.3%
o	140	7.6%
p	123	6.6%
t	91	4.9%
d	84	4.5%
e	83	4.5%
l	83	4.5%
u	78	4.2%
Other values (12)	432	23.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1850	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
'	392	21.2%
{	172	9.3%
}	172	9.3%
o	140	7.6%
p	123	6.6%
t	91	4.9%
d	84	4.5%
e	83	4.5%
l	83	4.5%
u	78	4.2%
Other values (12)	432	23.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1850	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
'	392	21.2%
{	172	9.3%
}	172	9.3%
o	140	7.6%
p	123	6.6%
t	91	4.9%
d	84	4.5%
e	83	4.5%
l	83	4.5%
u	78	4.2%
Other values (12)	432	23.4%

external_positions
Categorical

High correlation

Distinct	20
Distinct (%)	11.6%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

{'Top'}	30
{'Jungle'}	27
{'Middle'}	22
{'Support'}	21
{'Bottom'}	17
Other values (15)	55

Length

Max length	38
Median length	31
Mean length	13.110465
Min length	7

Characters and Unicode

Total characters	2255
Distinct characters	22
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	2.3%

Sample

1st row	{'Top'}
2nd row	{'Middle'}
3rd row	{'Top', 'Middle'}
4th row	{'Middle'}
5th row	{'Support'}

Common Values

Value	Count	Frequency (%)
{'Top'}	30	17.4%
{'Jungle'}	27	15.7%
{'Middle'}	22	12.8%
{'Support'}	21	12.2%
{'Bottom'}	17	9.9%
{'Support', 'Middle'}	10	5.8%
{'Jungle', 'Top'}	9	5.2%
{'Top', 'Middle'}	8	4.7%
{'Jungle', 'Middle'}	4	2.3%
{'Support', 'Bottom'}	4	2.3%
Other values (10)	20	11.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
top	61	25.5%
middle	55	23.0%
jungle	48	20.1%
support	48	20.1%
bottom	27	11.3%

Most occurring characters

Value	Count	Frequency (%)
'	478	21.2%
{	172	7.6%
}	172	7.6%
o	163	7.2%
p	157	7.0%
d	110	4.9%
l	103	4.6%
e	103	4.6%
t	102	4.5%
u	96	4.3%
Other values (12)	599	26.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2255	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
'	478	21.2%
{	172	7.6%
}	172	7.6%
o	163	7.2%
p	157	7.0%
d	110	4.9%
l	103	4.6%
e	103	4.6%
t	102	4.5%
u	96	4.3%
Other values (12)	599	26.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2255	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
'	478	21.2%
{	172	7.6%
}	172	7.6%
o	163	7.2%
p	157	7.0%
d	110	4.9%
l	103	4.6%
e	103	4.6%
t	102	4.5%
u	96	4.3%
Other values (12)	599	26.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2255	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
'	478	21.2%
{	172	7.6%
}	172	7.6%
o	163	7.2%
p	157	7.0%
d	110	4.9%
l	103	4.6%
e	103	4.6%
t	102	4.5%
u	96	4.3%
Other values (12)	599	26.6%

damage
Categorical

High correlation

Distinct	3
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

3	100
2	52
1	20

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	172
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	3
3rd row	3
4th row	3
5th row	1

Common Values

Value	Count	Frequency (%)
3	100	58.1%
2	52	30.2%
1	20	11.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	100	58.1%
2	52	30.2%
1	20	11.6%

Most occurring characters

Value	Count	Frequency (%)
3	100	58.1%
2	52	30.2%
1	20	11.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	172	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
3	100	58.1%
2	52	30.2%
1	20	11.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	172	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
3	100	58.1%
2	52	30.2%
1	20	11.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	172	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
3	100	58.1%
2	52	30.2%
1	20	11.6%

toughness
Categorical

High correlation

Distinct	3
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

1	95
2	48
3	29

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	172
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	1
3rd row	1
4th row	1
5th row	3

Common Values

Value	Count	Frequency (%)
1	95	55.2%
2	48	27.9%
3	29	16.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	95	55.2%
2	48	27.9%
3	29	16.9%

Most occurring characters

Value	Count	Frequency (%)
1	95	55.2%
2	48	27.9%
3	29	16.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	172	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	95	55.2%
2	48	27.9%
3	29	16.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	172	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	95	55.2%
2	48	27.9%
3	29	16.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	172	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	95	55.2%
2	48	27.9%
3	29	16.9%

control
Categorical

Distinct	3
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

2	83
1	45
3	44

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	172
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	1
4th row	1
5th row	3

Common Values

Value	Count	Frequency (%)
2	83	48.3%
1	45	26.2%
3	44	25.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	83	48.3%
1	45	26.2%
3	44	25.6%

Most occurring characters

Value	Count	Frequency (%)
2	83	48.3%
1	45	26.2%
3	44	25.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	172	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	83	48.3%
1	45	26.2%
3	44	25.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	172	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	83	48.3%
1	45	26.2%
3	44	25.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	172	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	83	48.3%
1	45	26.2%
3	44	25.6%

mobility
Categorical

Distinct	3
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

1	74
2	60
3	38

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	172
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	3
3rd row	3
4th row	3
5th row	1

Common Values

Value	Count	Frequency (%)
1	74	43.0%
2	60	34.9%
3	38	22.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	74	43.0%
2	60	34.9%
3	38	22.1%

Most occurring characters

Value	Count	Frequency (%)
1	74	43.0%
2	60	34.9%
3	38	22.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	172	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	74	43.0%
2	60	34.9%
3	38	22.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	172	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	74	43.0%
2	60	34.9%
3	38	22.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	172	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	74	43.0%
2	60	34.9%
3	38	22.1%

utility
Categorical

Distinct	4
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

1	108
2	47
3	16
0	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	172
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.6%

Sample

1st row	2
2nd row	1
3rd row	1
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
1	108	62.8%
2	47	27.3%
3	16	9.3%
0	1	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	108	62.8%
2	47	27.3%
3	16	9.3%
0	1	0.6%

Most occurring characters

Value	Count	Frequency (%)
1	108	62.8%
2	47	27.3%
3	16	9.3%
0	1	0.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	172	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	108	62.8%
2	47	27.3%
3	16	9.3%
0	1	0.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	172	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	108	62.8%
2	47	27.3%
3	16	9.3%
0	1	0.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	172	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	108	62.8%
2	47	27.3%
3	16	9.3%
0	1	0.6%

style
Real number (ℝ)

High correlation Zeros

Distinct	19
Distinct (%)	11.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	59.686047

Minimum	0
Maximum	100
Zeros	5
Zeros (%)	2.9%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	10
Q1	30
median	65
Q3	90
95-th percentile	100
Maximum	100
Range	100
Interquartile range (IQR)	60

Descriptive statistics

Standard deviation	32.094437
Coefficient of variation (CV)	0.53772094
Kurtosis	-1.259219
Mean	59.686047
Median Absolute Deviation (MAD)	30
Skewness	-0.26168045
Sum	10266
Variance	1030.0529
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
100	34	19.8%
90	18	10.5%
20	15	8.7%
65	15	8.7%
30	15	8.7%
75	13	7.6%
10	13	7.6%
55	12	7.0%
45	10	5.8%
80	8	4.7%
Other values (9)	19	11.0%

Value	Count	Frequency (%)
0	5	2.9%
1	1	0.6%
10	13	7.6%
20	15	8.7%
25	1	0.6%
30	15	8.7%
35	3	1.7%
40	2	1.2%
45	10	5.8%
50	2	1.2%

Value	Count	Frequency (%)
100	34	19.8%
90	18	10.5%
85	1	0.6%
80	8	4.7%
75	13	7.6%
70	3	1.7%
65	15	8.7%
60	1	0.6%
55	12	7.0%
50	2	1.2%

adaptivetype
Categorical

High correlation

Distinct	2
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Physical	92
Magic	80

Length

Max length	8
Median length	8
Mean length	6.6046512
Min length	5

Characters and Unicode

Total characters	1136
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Physical
2nd row	Magic
3rd row	Physical
4th row	Physical
5th row	Magic

Common Values

Value	Count	Frequency (%)
Physical	92	53.5%
Magic	80	46.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
physical	92	53.5%
magic	80	46.5%

Most occurring characters

Value	Count	Frequency (%)
i	172	15.1%
c	172	15.1%
a	172	15.1%
P	92	8.1%
h	92	8.1%
s	92	8.1%
y	92	8.1%
l	92	8.1%
M	80	7.0%
g	80	7.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1136	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	172	15.1%
c	172	15.1%
a	172	15.1%
P	92	8.1%
h	92	8.1%
s	92	8.1%
y	92	8.1%
l	92	8.1%
M	80	7.0%
g	80	7.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1136	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	172	15.1%
c	172	15.1%
a	172	15.1%
P	92	8.1%
h	92	8.1%
s	92	8.1%
y	92	8.1%
l	92	8.1%
M	80	7.0%
g	80	7.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1136	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	172	15.1%
c	172	15.1%
a	172	15.1%
P	92	8.1%
h	92	8.1%
s	92	8.1%
y	92	8.1%
l	92	8.1%
M	80	7.0%
g	80	7.0%

be
Real number (ℝ)

High correlation

Distinct	8
Distinct (%)	4.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3229.8547

Minimum	450
Maximum	7800
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	450
5-th percentile	450
Q1	1350
median	3150
Q3	4800
95-th percentile	5475
Maximum	7800
Range	7350
Interquartile range (IQR)	3450

Descriptive statistics

Standard deviation	1784.8292
Coefficient of variation (CV)	0.55260357
Kurtosis	-0.89171201
Mean	3229.8547
Median Absolute Deviation (MAD)	1650
Skewness	-0.075459851
Sum	555535
Variance	3185615.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
4800	60	34.9%
3150	47	27.3%
1350	31	18.0%
450	23	13.4%
6300	7	4.1%
7800	2	1.2%
4444	1	0.6%
3141	1	0.6%

Value	Count	Frequency (%)
450	23	13.4%
1350	31	18.0%
3141	1	0.6%
3150	47	27.3%
4444	1	0.6%
4800	60	34.9%
6300	7	4.1%
7800	2	1.2%

Value	Count	Frequency (%)
7800	2	1.2%
6300	7	4.1%
4800	60	34.9%
4444	1	0.6%
3150	47	27.3%
3141	1	0.6%
1350	31	18.0%
450	23	13.4%

rp
Categorical

High correlation

Distinct	5
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

880	58
790	47
585	32
260	26
975	9

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	516
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	880
2nd row	790
3rd row	790
4th row	880
5th row	585

Common Values

Value	Count	Frequency (%)
880	58	33.7%
790	47	27.3%
585	32	18.6%
260	26	15.1%
975	9	5.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
880	58	33.7%
790	47	27.3%
585	32	18.6%
260	26	15.1%
975	9	5.2%

Most occurring characters

Value	Count	Frequency (%)
8	148	28.7%
0	131	25.4%
5	73	14.1%
7	56	10.9%
9	56	10.9%
2	26	5.0%
6	26	5.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	516	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
8	148	28.7%
0	131	25.4%
5	73	14.1%
7	56	10.9%
9	56	10.9%
2	26	5.0%
6	26	5.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	516	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
8	148	28.7%
0	131	25.4%
5	73	14.1%
7	56	10.9%
9	56	10.9%
2	26	5.0%
6	26	5.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	516	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
8	148	28.7%
0	131	25.4%
5	73	14.1%
7	56	10.9%
9	56	10.9%
2	26	5.0%
6	26	5.0%

skill_i
Text

Distinct	171
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Length

Max length	133
Median length	67
Mean length	24.848837
Min length	12

Characters and Unicode

Total characters	4274
Distinct characters	66
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	170 ?
Unique (%)	98.8%

Sample

1st row	{1: 'Deathbringer Stance'}
2nd row	{1: 'Essence Theft'}
3rd row	{1: "Assassin's Mark"}
4th row	{1: 'Dirty Fighting'}
5th row	{1: 'Triumphant Roar'}

Value	Count	Frequency (%)
1	172	26.2%
2	29	4.4%
the	22	3.3%
of	19	2.9%
3	7	1.1%
glorious	5	0.8%
evolution	5	0.8%
fury	4	0.6%
a	4	0.6%
death	4	0.6%
Other values (317)	386	58.8%

Most occurring characters

Value	Count	Frequency (%)
	485	11.3%
'	389	9.1%
e	294	6.9%
r	213	5.0%
:	202	4.7%
a	195	4.6%
i	182	4.3%
{	172	4.0%
1	172	4.0%
}	172	4.0%
Other values (56)	1798	42.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4274	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	485	11.3%
'	389	9.1%
e	294	6.9%
r	213	5.0%
:	202	4.7%
a	195	4.6%
i	182	4.3%
{	172	4.0%
1	172	4.0%
}	172	4.0%
Other values (56)	1798	42.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4274	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	485	11.3%
'	389	9.1%
e	294	6.9%
r	213	5.0%
:	202	4.7%
a	195	4.6%
i	182	4.3%
{	172	4.0%
1	172	4.0%
}	172	4.0%
Other values (56)	1798	42.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4274	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	485	11.3%
'	389	9.1%
e	294	6.9%
r	213	5.0%
:	202	4.7%
a	195	4.6%
i	182	4.3%
{	172	4.0%
1	172	4.0%
}	172	4.0%
Other values (56)	1798	42.1%

skill_q
Text

Unique

Distinct	172
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Length

Max length	111
Median length	53
Mean length	25.337209
Min length	11

Characters and Unicode

Total characters	4358
Distinct characters	65
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	172 ?
Unique (%)	100.0%

Sample

1st row	{1: 'The Darkin Blade', 2: 'The Darkin Blade 3'}
2nd row	{1: 'Orb of Deception'}
3rd row	{1: 'Five Point Strike'}
4th row	{1: 'Avengerang'}
5th row	{1: 'Pulverize'}

Value	Count	Frequency (%)
1	172	25.6%
2	46	6.8%
3	15	2.2%
of	13	1.9%
strike	12	1.8%
the	9	1.3%
blade	6	0.9%
assault	5	0.7%
4	4	0.6%
binding	4	0.6%
Other values (297)	386	57.4%

Most occurring characters

Value	Count	Frequency (%)
	500	11.5%
'	435	10.0%
e	275	6.3%
:	223	5.1%
a	191	4.4%
i	183	4.2%
r	175	4.0%
{	172	3.9%
1	172	3.9%
}	172	3.9%
Other values (55)	1860	42.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4358	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	500	11.5%
'	435	10.0%
e	275	6.3%
:	223	5.1%
a	191	4.4%
i	183	4.2%
r	175	4.0%
{	172	3.9%
1	172	3.9%
}	172	3.9%
Other values (55)	1860	42.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4358	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	500	11.5%
'	435	10.0%
e	275	6.3%
:	223	5.1%
a	191	4.4%
i	183	4.2%
r	175	4.0%
{	172	3.9%
1	172	3.9%
}	172	3.9%
Other values (55)	1860	42.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4358	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	500	11.5%
'	435	10.0%
e	275	6.3%
:	223	5.1%
a	191	4.4%
i	183	4.2%
r	175	4.0%
{	172	3.9%
1	172	3.9%
}	172	3.9%
Other values (55)	1860	42.7%

skill_w
Text

Distinct	171
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Length

Max length	94
Median length	51
Mean length	23.55814
Min length	11

Characters and Unicode

Total characters	4052
Distinct characters	63
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	170 ?
Unique (%)	98.8%

Sample

1st row	{1: 'Infernal Chains'}
2nd row	{1: 'Fox-Fire'}
3rd row	{1: 'Twilight Shroud'}
4th row	{1: 'Going Rogue'}
5th row	{1: 'Headbutt'}

Value	Count	Frequency (%)
1	172	27.8%
2	43	6.9%
of	13	2.1%
shield	5	0.8%
void	5	0.8%
3	5	0.8%
card	4	0.6%
blood	3	0.5%
blaze	3	0.5%
ardent	3	0.5%
Other values (299)	363	58.6%

Most occurring characters

Value	Count	Frequency (%)
	447	11.0%
'	407	10.0%
e	265	6.5%
:	212	5.2%
a	177	4.4%
{	172	4.2%
1	172	4.2%
}	172	4.2%
r	172	4.2%
i	154	3.8%
Other values (53)	1702	42.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4052	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	447	11.0%
'	407	10.0%
e	265	6.5%
:	212	5.2%
a	177	4.4%
{	172	4.2%
1	172	4.2%
}	172	4.2%
r	172	4.2%
i	154	3.8%
Other values (53)	1702	42.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4052	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	447	11.0%
'	407	10.0%
e	265	6.5%
:	212	5.2%
a	177	4.4%
{	172	4.2%
1	172	4.2%
}	172	4.2%
r	172	4.2%
i	154	3.8%
Other values (53)	1702	42.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4052	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	447	11.0%
'	407	10.0%
e	265	6.5%
:	212	5.2%
a	177	4.4%
{	172	4.2%
1	172	4.2%
}	172	4.2%
r	172	4.2%
i	154	3.8%
Other values (53)	1702	42.0%

skill_e
Text

Unique

Distinct	172
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Length

Max length	84
Median length	46
Mean length	22.313953
Min length	11

Characters and Unicode

Total characters	3838
Distinct characters	67
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	172 ?
Unique (%)	100.0%

Sample

1st row	{1: 'Umbral Dash'}
2nd row	{1: 'Charm'}
3rd row	{1: 'Shuriken Flip'}
4th row	{1: 'Heroic Swing'}
5th row	{1: 'Trample'}

Value	Count	Frequency (%)
1	172	29.5%
2	34	5.8%
of	9	1.5%
the	6	1.0%
flay	5	0.9%
charge	5	0.9%
3	5	0.9%
shadow	5	0.9%
force	4	0.7%
jousting	4	0.7%
Other values (287)	335	57.4%

Most occurring characters

Value	Count	Frequency (%)
	412	10.7%
'	405	10.6%
e	224	5.8%
:	207	5.4%
{	172	4.5%
1	172	4.5%
}	172	4.5%
a	171	4.5%
i	142	3.7%
r	137	3.6%
Other values (57)	1624	42.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3838	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	412	10.7%
'	405	10.6%
e	224	5.8%
:	207	5.4%
{	172	4.5%
1	172	4.5%
}	172	4.5%
a	171	4.5%
i	142	3.7%
r	137	3.6%
Other values (57)	1624	42.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3838	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	412	10.7%
'	405	10.6%
e	224	5.8%
:	207	5.4%
{	172	4.5%
1	172	4.5%
}	172	4.5%
a	171	4.5%
i	142	3.7%
r	137	3.6%
Other values (57)	1624	42.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3838	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	412	10.7%
'	405	10.6%
e	224	5.8%
:	207	5.4%
{	172	4.5%
1	172	4.5%
}	172	4.5%
a	171	4.5%
i	142	3.7%
r	137	3.6%
Other values (57)	1624	42.3%

skill_r
Text

Distinct	171
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Length

Max length	96
Median length	57
Mean length	24.697674
Min length	11

Characters and Unicode

Total characters	4248
Distinct characters	63
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	170 ?
Unique (%)	98.8%

Sample

1st row	{1: 'World Ender'}
2nd row	{1: 'Spirit Rush'}
3rd row	{1: 'Perfect Execution'}
4th row	{1: 'Comeuppance'}
5th row	{1: 'Unbreakable Will'}

Value	Count	Frequency (%)
1	172	26.8%
2	42	6.5%
the	21	3.3%
of	17	2.6%
death	11	1.7%
call	6	0.9%
3	5	0.8%
storm	5	0.8%
umbral	4	0.6%
trespass	4	0.6%
Other values (291)	355	55.3%

Most occurring characters

Value	Count	Frequency (%)
	470	11.1%
'	400	9.4%
e	254	6.0%
a	250	5.9%
:	212	5.0%
r	177	4.2%
1	172	4.0%
}	172	4.0%
{	172	4.0%
t	147	3.5%
Other values (53)	1822	42.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4248	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	470	11.1%
'	400	9.4%
e	254	6.0%
a	250	5.9%
:	212	5.0%
r	177	4.2%
1	172	4.0%
}	172	4.0%
{	172	4.0%
t	147	3.5%
Other values (53)	1822	42.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4248	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	470	11.1%
'	400	9.4%
e	254	6.0%
a	250	5.9%
:	212	5.0%
r	177	4.2%
1	172	4.0%
}	172	4.0%
{	172	4.0%
t	147	3.5%
Other values (53)	1822	42.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4248	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	470	11.1%
'	400	9.4%
e	254	6.0%
a	250	5.9%
:	212	5.0%
r	177	4.2%
1	172	4.0%
}	172	4.0%
{	172	4.0%
t	147	3.5%
Other values (53)	1822	42.9%

skills
Text

Missing

Distinct	170
Distinct (%)	100.0%
Missing	2
Missing (%)	1.2%
Memory size	1.5 KiB

Length

Max length	346
Median length	136
Mean length	110.68824
Min length	77

Characters and Unicode

Total characters	18817
Distinct characters	71
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	170 ?
Unique (%)	100.0%

Sample

1st row	{1: 'Deathbringer Stance', 2: 'The Darkin Blade', 3: 'Infernal Chains', 4: 'Umbral Dash', 5: 'World Ender'}
2nd row	{1: 'Essence Theft', 2: 'Orb of Deception', 3: 'Fox-Fire', 4: 'Charm', 5: 'Spirit Rush'}
3rd row	{1: "Assassin's Mark", 2: 'Five Point Strike', 3: 'Twilight Shroud', 4: 'Shuriken Flip', 5: 'Perfect Execution'}
4th row	{1: 'Dirty Fighting', 2: 'Avengerang', 3: 'Going Rogue', 4: 'Heroic Swing', 5: 'Comeuppance'}
5th row	{1: 'Triumphant Roar', 2: 'Pulverize', 3: 'Headbutt', 4: 'Trample', 5: 'Unbreakable Will'}

Value	Count	Frequency (%)
3	170	6.0%
4	170	6.0%
2	170	6.0%
1	170	6.0%
5	170	6.0%
of	68	2.4%
the	55	1.9%
6	50	1.8%
7	17	0.6%
strike	17	0.6%
Other values (1200)	1770	62.6%

Most occurring characters

Value	Count	Frequency (%)
	2657	14.1%
'	1860	9.9%
e	1209	6.4%
:	965	5.1%
a	877	4.7%
r	801	4.3%
,	786	4.2%
i	748	4.0%
o	666	3.5%
n	665	3.5%
Other values (61)	7583	40.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	18817	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	2657	14.1%
'	1860	9.9%
e	1209	6.4%
:	965	5.1%
a	877	4.7%
r	801	4.3%
,	786	4.2%
i	748	4.0%
o	666	3.5%
n	665	3.5%
Other values (61)	7583	40.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	18817	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	2657	14.1%
'	1860	9.9%
e	1209	6.4%
:	965	5.1%
a	877	4.7%
r	801	4.3%
,	786	4.2%
i	748	4.0%
o	666	3.5%
n	665	3.5%
Other values (61)	7583	40.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	18817	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	2657	14.1%
'	1860	9.9%
e	1209	6.4%
:	965	5.1%
a	877	4.7%
r	801	4.3%
,	786	4.2%
i	748	4.0%
o	666	3.5%
n	665	3.5%
Other values (61)	7583	40.3%

fullname
Text

Missing

Distinct	42
Distinct (%)	97.7%
Missing	129
Missing (%)	75.0%
Memory size	1.5 KiB

Length

Max length	46
Median length	20
Mean length	14.930233
Min length	4

Characters and Unicode

Total characters	642
Distinct characters	57
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	41 ?
Unique (%)	95.3%

Sample

1st row	Akali Jhomen Tethi
2nd row	Ambessa Medarda
3rd row	Annie Hastur
4th row	Omah Azir
5th row	Bard

Value	Count	Frequency (%)
and	4	3.9%
du	3	2.9%
couteau	3	2.9%
kled	2	2.0%
medarda	2	2.0%
skaarl	2	2.0%
crownguard	2	2.0%
hastur	1	1.0%
jhomen	1	1.0%
tethi	1	1.0%
Other values (81)	81	79.4%

Most occurring characters

Value	Count	Frequency (%)
a	80	12.5%
	59	9.2%
e	51	7.9%
n	48	7.5%
r	40	6.2%
i	39	6.1%
o	32	5.0%
u	25	3.9%
l	25	3.9%
d	20	3.1%
Other values (47)	223	34.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	642	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	80	12.5%
	59	9.2%
e	51	7.9%
n	48	7.5%
r	40	6.2%
i	39	6.1%
o	32	5.0%
u	25	3.9%
l	25	3.9%
d	20	3.1%
Other values (47)	223	34.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	642	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	80	12.5%
	59	9.2%
e	51	7.9%
n	48	7.5%
r	40	6.2%
i	39	6.1%
o	32	5.0%
u	25	3.9%
l	25	3.9%
d	20	3.1%
Other values (47)	223	34.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	642	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	80	12.5%
	59	9.2%
e	51	7.9%
n	48	7.5%
r	40	6.2%
i	39	6.1%
o	32	5.0%
u	25	3.9%
l	25	3.9%
d	20	3.1%
Other values (47)	223	34.7%

nickname
Text

Missing

Distinct	14
Distinct (%)	100.0%
Missing	158
Missing (%)	91.9%
Memory size	1.5 KiB

Length

Max length	32
Median length	20.5
Mean length	11.142857
Min length	1

Characters and Unicode

Total characters	156
Distinct characters	42
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	14 ?
Unique (%)	100.0%

Sample

1st row	GP
2nd row	J4
3rd row	Rhaast, Darkin, Shadow Assassin
4th row	Rainbow Scyther
5th row	LB

Value	Count	Frequency (%)
darkin	2	8.0%
gp	1	4.0%
j4	1	4.0%
rhaast	1	4.0%
shadow	1	4.0%
assassin	1	4.0%
rainbow	1	4.0%
scyther	1	4.0%
lb	1	4.0%
cute	1	4.0%
Other values (14)	14	56.0%

Most occurring characters

Value	Count	Frequency (%)
a	19	12.2%
r	12	7.7%
	11	7.1%
n	8	5.1%
t	8	5.1%
o	7	4.5%
,	6	3.8%
s	6	3.8%
i	6	3.8%
e	6	3.8%
Other values (32)	67	42.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	156	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	19	12.2%
r	12	7.7%
	11	7.1%
n	8	5.1%
t	8	5.1%
o	7	4.5%
,	6	3.8%
s	6	3.8%
i	6	3.8%
e	6	3.8%
Other values (32)	67	42.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	156	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	19	12.2%
r	12	7.7%
	11	7.1%
n	8	5.1%
t	8	5.1%
o	7	4.5%
,	6	3.8%
s	6	3.8%
i	6	3.8%
e	6	3.8%
Other values (32)	67	42.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	156	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	19	12.2%
r	12	7.7%
	11	7.1%
n	8	5.1%
t	8	5.1%
o	7	4.5%
,	6	3.8%
s	6	3.8%
i	6	3.8%
e	6	3.8%
Other values (32)	67	42.9%

Interactions

Correlations

	adaptivetype	alttype	be	changes	client_positions	control	damage	difficulty	external_positions	herotype	id	mobility	rangetype	resource	role	rp	style	toughness	utility
adaptivetype	1.000	0.689	0.000	0.000	0.558	0.315	0.232	0.000	0.577	0.695	0.000	0.225	0.315	0.197	0.652	0.000	0.782	0.140	0.161
alttype	0.689	1.000	0.000	0.187	0.370	0.294	0.321	0.000	0.311	0.489	0.000	0.480	0.451	0.215	0.449	0.000	0.295	0.399	0.217
be	0.000	0.000	1.000	0.186	0.054	0.000	0.000	0.380	0.000	0.000	0.526	0.237	0.000	0.128	0.290	0.965	-0.060	0.081	0.000
changes	0.000	0.187	0.186	1.000	0.000	0.000	0.071	0.000	0.172	0.026	0.000	0.138	0.000	0.213	0.000	0.205	0.000	0.126	0.069
client_positions	0.558	0.370	0.054	0.000	1.000	0.263	0.503	0.144	0.778	0.544	0.000	0.372	0.596	0.000	0.440	0.092	0.241	0.383	0.221
control	0.315	0.294	0.000	0.000	0.263	1.000	0.329	0.000	0.297	0.445	0.168	0.227	0.000	0.100	0.484	0.000	0.259	0.196	0.000
damage	0.232	0.321	0.000	0.071	0.503	0.329	1.000	0.224	0.498	0.577	0.198	0.188	0.271	0.050	0.612	0.000	0.290	0.397	0.329
difficulty	0.000	0.000	0.380	0.000	0.144	0.000	0.224	1.000	0.123	0.144	0.318	0.165	0.110	0.160	0.286	0.353	0.000	0.209	0.000
external_positions	0.577	0.311	0.000	0.172	0.778	0.297	0.498	0.123	1.000	0.532	0.000	0.320	0.573	0.000	0.324	0.000	0.217	0.391	0.215
herotype	0.695	0.489	0.000	0.026	0.544	0.445	0.577	0.144	0.532	1.000	0.073	0.314	0.865	0.110	0.787	0.000	0.398	0.665	0.397
id	0.000	0.000	0.526	0.000	0.000	0.168	0.198	0.318	0.000	0.073	1.000	0.213	0.000	0.039	0.337	0.373	-0.131	0.000	0.138
mobility	0.225	0.480	0.237	0.138	0.372	0.227	0.188	0.165	0.320	0.314	0.213	1.000	0.244	0.192	0.346	0.230	0.174	0.162	0.107
rangetype	0.315	0.451	0.000	0.000	0.596	0.000	0.271	0.110	0.573	0.865	0.000	0.244	1.000	0.208	0.814	0.000	0.466	0.643	0.125
resource	0.197	0.215	0.128	0.213	0.000	0.100	0.050	0.160	0.000	0.110	0.039	0.192	0.208	1.000	0.000	0.109	0.170	0.240	0.000
role	0.652	0.449	0.290	0.000	0.440	0.484	0.612	0.286	0.324	0.787	0.337	0.346	0.814	0.000	1.000	0.136	0.316	0.669	0.259
rp	0.000	0.000	0.965	0.205	0.092	0.000	0.000	0.353	0.000	0.000	0.373	0.230	0.000	0.109	0.136	1.000	0.000	0.108	0.000
style	0.782	0.295	-0.060	0.000	0.241	0.259	0.290	0.000	0.217	0.398	-0.131	0.174	0.466	0.170	0.316	0.000	1.000	0.286	0.224
toughness	0.140	0.399	0.081	0.126	0.383	0.196	0.397	0.209	0.391	0.665	0.000	0.162	0.643	0.240	0.669	0.108	0.286	1.000	0.000
utility	0.161	0.217	0.000	0.069	0.221	0.000	0.329	0.000	0.215	0.397	0.138	0.107	0.125	0.000	0.259	0.000	0.224	0.000	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	Unnamed: 0	id	apiname	title	difficulty	herotype	alttype	resource	stats	rangetype	date	patch	changes	role	client_positions	external_positions	damage	toughness	control	mobility	utility	style	adaptivetype	be	rp	skill_i	skill_q	skill_w	skill_e	skill_r	skills	fullname	nickname
0	Aatrox	266.0	Aatrox	the Darkin Blade	2	Fighter	Tank	Blood Well	{'hp_base': 650, 'hp_lvl': 114, 'mp_base': 0, 'mp_lvl': 0, 'arm_base': 38, 'arm_lvl': 4.8, 'mr_base': 32, 'mr_lvl': 2.05, 'hp5_base': 3, 'hp5_lvl': 0.5, 'mp5_base': 0, 'mp5_lvl': 0, 'dam_base': 60, 'dam_lvl': 5, 'as_base': 0.651, 'as_lvl': 2.5, 'range': 175, 'ms': 345, 'acquisition_radius': 475, 'selection_height': 180, 'selection_radius': 135, 'pathing_radius': 35, 'as_ratio': 0.651000022888183, 'attack_cast_time': 0.300000011920928, 'attack_total_time': 1.51999998092651, 'aram': {'dmg_dealt': 1.05, 'dmg_taken': 1}, 'urf': {'dmg_dealt': 1.15, 'dmg_taken': 0.7}}	Melee	2013-06-13	V3.8	V25.S1.3	{'Juggernaut'}	{'Top'}	{'Top'}	3	3	2	2	2	20	Physical	4800	880	{1: 'Deathbringer Stance'}	{1: 'The Darkin Blade', 2: 'The Darkin Blade 3'}	{1: 'Infernal Chains'}	{1: 'Umbral Dash'}	{1: 'World Ender'}	{1: 'Deathbringer Stance', 2: 'The Darkin Blade', 3: 'Infernal Chains', 4: 'Umbral Dash', 5: 'World Ender'}	NaN	NaN
1	Ahri	103.0	Ahri	the Nine-Tailed Fox	2	Mage	Assassin	Mana	{'hp_base': 590, 'hp_lvl': 104, 'mp_base': 418, 'mp_lvl': 25, 'arm_base': 21, 'arm_lvl': 4.7, 'mr_base': 30, 'mr_lvl': 1.3, 'hp5_base': 2.5, 'hp5_lvl': 0.6, 'mp5_base': 8, 'mp5_lvl': 0.8, 'dam_base': 53, 'dam_lvl': 3, 'as_base': 0.668, 'as_lvl': 2.2, 'range': 550, 'ms': 330, 'acquisition_radius': 525, 'selection_height': 135, 'selection_radius': 100, 'pathing_radius': 35, 'as_ratio': 0.625, 'attack_delay_offset': -0.1, 'missile_speed': 1750, 'aram': {'dmg_dealt': 0.97, 'dmg_taken': 1, 'healing': 0.9}, 'urf': {'dmg_dealt': 0.9, 'dmg_taken': 1.05}, 'usb': {'dmg_taken': 0.95}}	Ranged	2011-12-14	V1.0.0.131	V25.S1.2	{'Burst'}	{'Middle'}	{'Middle'}	3	1	2	3	1	100	Magic	3150	790	{1: 'Essence Theft'}	{1: 'Orb of Deception'}	{1: 'Fox-Fire'}	{1: 'Charm'}	{1: 'Spirit Rush'}	{1: 'Essence Theft', 2: 'Orb of Deception', 3: 'Fox-Fire', 4: 'Charm', 5: 'Spirit Rush'}	NaN	NaN
2	Akali	84.0	Akali	the Rogue Assassin	2	Assassin	NaN	Energy	{'hp_base': 600, 'hp_lvl': 119, 'mp_base': 200, 'mp_lvl': 0, 'arm_base': 23, 'arm_lvl': 4.7, 'mr_base': 37, 'mr_lvl': 2.05, 'hp5_base': 9, 'hp5_lvl': 0.9, 'mp5_base': 50, 'mp5_lvl': 0, 'dam_base': 62, 'dam_lvl': 3.3, 'as_base': 0.625, 'as_lvl': 3.2, 'range': 125, 'ms': 345, 'acquisition_radius': 400, 'selection_height': 138.88890075683594, 'selection_radius': 100, 'pathing_radius': 30, 'as_ratio': 0.625, 'attack_delay_offset': -0.160999998450279, 'aram': {'dmg_dealt': 1.05, 'dmg_taken': 0.9, 'energyregen_mod': 1.2, 'tenacity': 1.2}, 'nb': {'dmg_taken': 0.9, 'ability_haste': 20}, 'ofa': {'dmg_dealt': 1.05, 'dmg_taken': 0.97}, 'urf': {'dmg_taken': 0.9}}	Melee	2010-05-11	V1.0.0.85	V14.18	{'Assassin'}	{'Top', 'Middle'}	{'Top', 'Middle'}	3	1	1	3	1	65	Physical	3150	790	{1: "Assassin's Mark"}	{1: 'Five Point Strike'}	{1: 'Twilight Shroud'}	{1: 'Shuriken Flip'}	{1: 'Perfect Execution'}	{1: "Assassin's Mark", 2: 'Five Point Strike', 3: 'Twilight Shroud', 4: 'Shuriken Flip', 5: 'Perfect Execution'}	Akali Jhomen Tethi	NaN
3	Akshan	166.0	Akshan	the Rogue Sentinel	3	Marksman	Assassin	Mana	{'hp_base': 630, 'hp_lvl': 107, 'mp_base': 350, 'mp_lvl': 40, 'arm_base': 26, 'arm_lvl': 4.7, 'mr_base': 30, 'mr_lvl': 1.3, 'hp5_base': 3.75, 'hp5_lvl': 0.65, 'mp5_base': 8.2, 'mp5_lvl': 0.7, 'dam_base': 52, 'dam_lvl': 3, 'as_base': 0.638, 'as_lvl': 4, 'range': 500, 'ms': 330, 'acquisition_radius': 750, 'selection_height': 100, 'selection_radius': 100, 'pathing_radius': 35, 'as_ratio': 0.4, 'attack_delay_offset': -0.1667, 'missile_speed': 2000, 'aram': {'dmg_dealt': 1.05, 'dmg_taken': 0.95}, 'urf': {'dmg_dealt': 1.05, 'dmg_taken': 1}}	Ranged	2021-07-22	V11.15	V14.22	{'Marksman', 'Assassin'}	{'Middle'}	{'Middle'}	3	1	1	3	2	1	Physical	4800	880	{1: 'Dirty Fighting'}	{1: 'Avengerang'}	{1: 'Going Rogue'}	{1: 'Heroic Swing'}	{1: 'Comeuppance'}	{1: 'Dirty Fighting', 2: 'Avengerang', 3: 'Going Rogue', 4: 'Heroic Swing', 5: 'Comeuppance'}	NaN	NaN
4	Alistar	12.0	Alistar	the Minotaur	1	Tank	Support	Mana	{'hp_base': 685, 'hp_lvl': 120, 'mp_base': 350, 'mp_lvl': 40, 'arm_base': 47, 'arm_lvl': 4.7, 'mr_base': 32, 'mr_lvl': 2.05, 'hp5_base': 8.5, 'hp5_lvl': 0.85, 'mp5_base': 8.5, 'mp5_lvl': 0.8, 'dam_base': 62, 'dam_lvl': 3.75, 'as_base': 0.625, 'as_lvl': 2.125, 'range': 125, 'ms': 330, 'acquisition_radius': 600, 'selection_height': 170, 'selection_radius': 140, 'pathing_radius': 50, 'gameplay_radius': 80, 'as_ratio': 0.625, 'aram': {'dmg_dealt': 0.95, 'dmg_taken': 1.05, 'healing': 0.8}, 'ofa': {'dmg_dealt': 1.05, 'dmg_taken': 0.97}, 'usb': {'dmg_dealt': 0.95, 'dmg_taken': 1}, 'urf': {'dmg_dealt': 1, 'dmg_taken': 0.95}}	Melee	2009-02-21	Alpha Week 2	V14.16	{'Vanguard'}	{'Support'}	{'Support'}	1	3	3	1	2	65	Magic	1350	585	{1: 'Triumphant Roar'}	{1: 'Pulverize'}	{1: 'Headbutt'}	{1: 'Trample'}	{1: 'Unbreakable Will'}	{1: 'Triumphant Roar', 2: 'Pulverize', 3: 'Headbutt', 4: 'Trample', 5: 'Unbreakable Will'}	NaN	NaN
5	Ambessa	799.0	Ambessa	The Matriarch of War	3	Fighter	Assassin	Energy	{'hp_base': 630, 'hp_lvl': 110, 'mp_base': 200, 'mp_lvl': 0, 'arm_base': 35, 'arm_lvl': 4.9, 'mr_base': 32, 'mr_lvl': 2.05, 'hp5_base': 8.5, 'hp5_lvl': 0.75, 'mp5_base': 50, 'mp5_lvl': 0, 'dam_base': 63, 'dam_lvl': 3, 'as_base': 0.625, 'as_lvl': 2.5, 'range': 125, 'ms': 335, 'as_ratio': 0.625, 'acquisition_radius': 600, 'selection_height': 100, 'selection_radius': 100, 'pathing_radius': 35, 'attack_cast_time': 0.25, 'attack_total_time': 1.6, 'aram': {'dmg_taken': 1.05}}	Melee	2024-11-06	V14.22	V25.S1.3	{'Skirmisher', 'Diver'}	{'Top'}	{'Top'}	3	2	1	3	1	55	Physical	7800	975	{1: "Drakehound's Step"}	{1: 'Cunning Sweep', 2: 'Sundering Slam'}	{1: 'Repudiation'}	{1: 'Lacerate'}	{1: 'Public Execution'}	{1: "Drakehound's Step", 2: 'Cunning Sweep', 3: 'Sundering Slam', 4: 'Repudiation', 5: 'Lacerate', 6: 'Public Execution'}	Ambessa Medarda	NaN
6	Amumu	32.0	Amumu	the Sad Mummy	1	Tank	Support	Mana	{'hp_base': 685, 'hp_lvl': 94, 'mp_base': 285, 'mp_lvl': 40, 'arm_base': 33, 'arm_lvl': 4, 'mr_base': 32, 'mr_lvl': 2.05, 'hp5_base': 9, 'hp5_lvl': 0.85, 'mp5_base': 7.4, 'mp5_lvl': 0.55, 'dam_base': 57, 'dam_lvl': 3.8, 'as_base': 0.736, 'as_lvl': 2.18, 'range': 125, 'ms': 335, 'acquisition_radius': 600, 'selection_height': 130, 'selection_radius': 100, 'pathing_radius': 30, 'gameplay_radius': 55, 'as_ratio': 0.638000011444091, 'attack_delay_offset': -0.0661564618349075, 'aram': {'dmg_taken': 1}, 'ofa': {'dmg_taken': 1.05}, 'urf': {'dmg_dealt': 1.1, 'dmg_taken': 0.9}}	Melee	2009-06-26	June 26, 2009 Patch	V14.9	{'Vanguard'}	{'Jungle'}	{'Jungle', 'Support'}	2	3	3	1	1	90	Magic	450	260	{1: 'Cursed Touch'}	{1: 'Bandage Toss'}	{1: 'Despair'}	{1: 'Tantrum'}	{1: 'Curse of the Sad Mummy'}	{1: 'Cursed Touch', 2: 'Bandage Toss', 3: 'Despair', 4: 'Tantrum', 5: 'Curse of the Sad Mummy'}	NaN	NaN
7	Anivia	34.0	Anivia	the Cryophoenix	3	Mage	Support	Mana	{'hp_base': 550, 'hp_lvl': 92, 'mp_base': 495, 'mp_lvl': 45, 'arm_base': 21, 'arm_lvl': 4.5, 'mr_base': 30, 'mr_lvl': 1.3, 'hp5_base': 5.5, 'hp5_lvl': 0.55, 'mp5_base': 8, 'mp5_lvl': 0.8, 'dam_base': 51, 'dam_lvl': 3.2, 'as_base': 0.658, 'as_lvl': 1.68, 'range': 600, 'ms': 325, 'acquisition_radius': 600, 'selection_height': 140, 'selection_radius': 140, 'pathing_radius': 35, 'as_ratio': 0.625, 'attack_delay_offset': -0.1, 'aram': {'dmg_dealt': 1.05, 'dmg_taken': 1}, 'urf': {'dmg_dealt': 1.15, 'dmg_taken': 0.92}, 'usb': {'dmg_dealt': 1.1, 'dmg_taken': 0.9}, 'missile_speed': 1600}	Ranged	2009-07-10	July 10, 2009 Patch	V14.22	{'Battlemage'}	{'Middle'}	{'Middle'}	3	1	3	1	2	100	Magic	3150	790	{1: 'Rebirth'}	{1: 'Flash Frost'}	{1: 'Crystallize'}	{1: 'Frostbite'}	{1: 'Glacial Storm'}	{1: 'Rebirth', 2: 'Flash Frost', 3: 'Crystallize', 4: 'Frostbite', 5: 'Glacial Storm'}	NaN	NaN
8	Annie	1.0	Annie	the Dark Child	1	Mage	Support	Mana	{'hp_base': 560, 'hp_lvl': 102, 'mp_base': 418, 'mp_lvl': 25, 'arm_base': 19, 'arm_lvl': 4.7, 'mr_base': 30, 'mr_lvl': 1.3, 'hp5_base': 5.5, 'hp5_lvl': 0.55, 'mp5_base': 8, 'mp5_lvl': 0.8, 'dam_base': 50, 'dam_lvl': 2.65, 'as_base': 0.61, 'as_lvl': 1.36, 'range': 625, 'ms': 335, 'acquisition_radius': 625, 'selection_height': 85, 'selection_radius': 100, 'pathing_radius': 30, 'gameplay_radius': 55, 'as_ratio': 0.625, 'attack_delay_offset': -0.10420524328947, 'missile_speed': 1500, 'aram': {'dmg_dealt': 0.95, 'dmg_taken': 1.05, 'shielding': 0.9}, 'urf': {'dmg_dealt': 0.9, 'dmg_taken': 1.05}}	Ranged	2009-02-21	Alpha Week 2	V25.S1.1	{'Burst'}	{'Middle'}	{'Middle'}	3	1	3	1	2	100	Magic	450	260	{1: 'Pyromania'}	{1: 'Disintegrate'}	{1: 'Incinerate'}	{1: 'Molten Shield'}	{1: 'Summon: Tibbers', 2: 'Command: Tibbers'}	{1: 'Pyromania', 2: 'Disintegrate', 3: 'Incinerate', 4: 'Molten Shield', 5: 'Summon: Tibbers', 6: 'Command: Tibbers'}	Annie Hastur	NaN
9	Aphelios	523.0	Aphelios	the Weapon of the Faithful	3	Marksman	NaN	Mana	{'hp_base': 600, 'hp_lvl': 102, 'mp_base': 348, 'mp_lvl': 42, 'arm_base': 26, 'arm_lvl': 4.2, 'mr_base': 30, 'mr_lvl': 1.3, 'hp5_base': 3.25, 'hp5_lvl': 0.55, 'mp5_base': 6.5, 'mp5_lvl': 0.4, 'dam_base': 55, 'dam_lvl': 2.3, 'as_base': 0.64, 'as_lvl': 2.1, 'range': 550, 'ms': 325, 'selection_height': 140, 'selection_radius': 110, 'pathing_radius': 35, 'as_ratio': 0.6399999856948853, 'attack_total_time': 1.5, 'attack_cast_time': 0.23000000417232513, 'aram': {'dmg_dealt': 1, 'dmg_taken': 1}, 'urf': {'dmg_dealt': 1.05}, 'ofa': {'dmg_dealt': 1.08}, 'usb': {'dmg_dealt': 0.95}}	Ranged	2019-12-11	V9.24	V14.21	{'Marksman'}	{'Bottom'}	{'Bottom'}	3	1	2	1	1	20	Physical	4800	880	{1: 'The Hitman and the Seer', 2: 'Calibrum', 3: 'Severum', 4: 'Gravitum', 5: 'Infernum', 6: 'Crescendum'}	{1: 'Weapons of the Faithful', 2: 'Moonshot', 3: 'Onslaught', 4: 'Binding Eclipse', 5: 'Duskwave', 6: 'Sentry'}	{1: 'Phase'}	{1: 'Weapon Queue System'}	{1: 'Moonlight Vigil'}	{1: 'The Hitman and the Seer', 2: 'Calibrum', 3: 'Severum', 4: 'Gravitum', 5: 'Infernum', 6: 'Crescendum', 7: 'Weapons of the Faithful', 8: 'Moonshot', 9: 'Onslaught', 10: 'Binding Eclipse', 11: 'Duskwave', 12: 'Sentry', 13: 'Phase', 14: 'Weapon Queue System', 15: 'Moonlight Vigil'}	NaN	NaN

	Unnamed: 0	id	apiname	title	difficulty	herotype	alttype	resource	stats	rangetype	date	patch	changes	role	client_positions	external_positions	damage	toughness	control	mobility	utility	style	adaptivetype	be	rp	skill_i	skill_q	skill_w	skill_e	skill_r	skills	fullname	nickname
162	Yone	777.0	Yone	the Unforgotten	3	Fighter	Assassin	Flow	{'hp_base': 620, 'hp_lvl': 105, 'mp_base': 500, 'mp_lvl': 0, 'arm_base': 33, 'arm_lvl': 4.6, 'mr_base': 32, 'mr_lvl': 2.05, 'hp5_base': 7.5, 'hp5_lvl': 0.75, 'mp5_base': 0, 'mp5_lvl': 0, 'dam_base': 60, 'dam_lvl': 2, 'as_base': 0.625, 'as_lvl': 3.5, 'crit_mod': 0.9, 'range': 175, 'ms': 345, 'acquisition_radius': 400, 'selection_height': 180, 'selection_radius': 120, 'pathing_radius': 32, 'as_ratio': 0.625, 'attack_delay_offset': -0.0799999982118606, 'aram': {'total_as': 1.025, 'dmg_dealt': 1.05, 'dmg_taken': 0.97}, 'ofa': {'dmg_dealt': 0.98}, 'urf': {'dmg_dealt': 1.1, 'dmg_taken': 0.9, 'shielding': 1.2}}	Melee	2020-08-06	V10.16	V14.21	{'Assassin', 'Skirmisher'}	{'Top', 'Middle'}	{'Top', 'Middle'}	3	1	2	3	1	45	Physical	3150	790	{1: 'Way of the Hunter'}	{1: 'Mortal Steel'}	{1: 'Spirit Cleave'}	{1: 'Soul Unbound'}	{1: 'Fate Sealed'}	{1: 'Way of the Hunter', 2: 'Mortal Steel', 3: 'Spirit Cleave', 4: 'Soul Unbound', 5: 'Fate Sealed'}	NaN	NaN
163	Yorick	83.0	Yorick	Shepherd of Souls	2	Fighter	Tank	Mana	{'hp_base': 650, 'hp_lvl': 114, 'mp_base': 300, 'mp_lvl': 60, 'arm_base': 39, 'arm_lvl': 5.2, 'mr_base': 32, 'mr_lvl': 2.05, 'hp5_base': 8, 'hp5_lvl': 0.8, 'mp5_base': 7.5, 'mp5_lvl': 0.75, 'dam_base': 62, 'dam_lvl': 5, 'as_base': 0.625, 'as_lvl': 2, 'range': 175, 'ms': 340, 'acquisition_radius': 400, 'selection_height': 190, 'selection_radius': 125, 'pathing_radius': 50, 'gameplay_radius': 80, 'as_ratio': 0.625, 'attack_cast_time': 0.330000013113021, 'attack_total_time': 1.60000002384185, 'ofa': {'dmg_dealt': 0.9, 'dmg_taken': 1.05}, 'swift': {'arm_base': -4}}	Melee	2011-06-22	V1.0.0.120	V25.S1.3	{'Juggernaut'}	{'Top'}	{'Top'}	2	2	2	1	2	55	Physical	3150	790	{1: 'Shepherd of Souls'}	{1: 'Last Rites', 2: 'Awakening'}	{1: 'Dark Procession'}	{1: 'Mourning Mist'}	{1: 'Eulogy of the Isles'}	{1: 'Shepherd of Souls', 2: 'Last Rites', 3: 'Awakening', 4: 'Dark Procession', 5: 'Mourning Mist', 6: 'Eulogy of the Isles'}	Yorick Mori	NaN
164	Yuumi	350.0	Yuumi	the Magical Cat	1	Support	Mage	Mana	{'hp_base': 500, 'hp_lvl': 69, 'mp_base': 440, 'mp_lvl': 45, 'arm_base': 25, 'arm_lvl': 4.2, 'mr_base': 25, 'mr_lvl': 1.1, 'hp5_base': 5, 'hp5_lvl': 0.55, 'mp5_base': 10, 'mp5_lvl': 0.4, 'dam_base': 49, 'dam_lvl': 3.1, 'as_base': 0.625, 'as_lvl': 1, 'missile_speed': 1500, 'range': 425, 'ms': 330, 'acquisition_radius': 475, 'selection_height': 145, 'selection_radius': 100, 'pathing_radius': 30, 'gameplay_radius': 55, 'as_ratio': 0.625, 'attack_cast_time': 0.25, 'attack_total_time': 1.60000002384185, 'aram': {'dmg_dealt': 1.05}, 'ofa': {'dmg_dealt': 1.15, 'dmg_taken': 0.8, 'healing': 1.2, 'shielding': 1.2}, 'urf': {'dmg_dealt': 0.75, 'dmg_taken': 0.9, 'healing': 0.7}, 'usb': {'dmg_dealt': 0.95, 'healing': 0.75, 'shielding': 0.75}}	Ranged	2019-05-14	V9.10	V25.S1.2	{'Enchanter'}	{'Support'}	{'Support'}	1	1	1	3	3	100	Magic	450	260	{1: 'Feline Friendship'}	{1: 'Prowling Projectile'}	{1: 'You and Me!'}	{1: 'Zoomies'}	{1: 'Final Chapter'}	{1: 'Feline Friendship', 2: 'Prowling Projectile', 3: 'You and Me!', 4: 'Zoomies', 5: 'Final Chapter'}	NaN	NaN
165	Zac	154.0	Zac	the Secret Weapon	1	Tank	Fighter	Health	{'hp_base': 685, 'hp_lvl': 109, 'mp_base': 0, 'mp_lvl': 0, 'arm_base': 33, 'arm_lvl': 4.7, 'mr_base': 32, 'mr_lvl': 2.05, 'hp5_base': 5, 'hp5_lvl': 0.5, 'mp5_base': 0, 'mp5_lvl': 0, 'dam_base': 60, 'dam_lvl': 3.4, 'as_base': 0.736, 'as_lvl': 1.6, 'range': 175, 'ms': 340, 'acquisition_radius': 400, 'selection_height': 100, 'selection_radius': 140, 'pathing_radius': 43.0749015808105, 'gameplay_radius': 80, 'as_ratio': 0.638000011444091, 'attack_cast_time': 0.363000005483627, 'attack_total_time': 1.567999958992, 'aram': {'dmg_taken': 0.96, 'healing': 1.1}}	Melee	2013-03-29	V3.5	V14.23	{'Vanguard'}	{'Jungle'}	{'Jungle', 'Support', 'Top'}	2	3	3	2	1	100	Magic	4800	880	{1: 'Cell Division', 2: 'Cell Division 2'}	{1: 'Stretching Strikes'}	{1: 'Unstable Matter'}	{1: 'Elastic Slingshot'}	{1: "Let's Bounce!"}	{1: 'Cell Division', 2: 'Stretching Strikes', 3: 'Unstable Matter', 4: 'Elastic Slingshot', 5: "Let's Bounce!"}	NaN	Zaun Amorphous Combatant, Z.A.C.
166	Zed	238.0	Zed	the Master of Shadows	3	Assassin	NaN	Energy	{'hp_base': 654, 'hp_lvl': 99, 'mp_base': 200, 'mp_lvl': 0, 'arm_base': 32, 'arm_lvl': 4.7, 'mr_base': 29, 'mr_lvl': 2.05, 'hp5_base': 7, 'hp5_lvl': 0.65, 'mp5_base': 50, 'mp5_lvl': 0, 'dam_base': 63, 'dam_lvl': 3.4, 'as_base': 0.651, 'as_lvl': 3.3, 'range': 125, 'ms': 345, 'acquisition_radius': 400, 'selection_height': 100, 'selection_radius': 100, 'pathing_radius': 35, 'as_ratio': 0.651000022888183, 'attack_delay_offset': -0.102405503392219, 'aram': {'dmg_dealt': 1.05, 'dmg_taken': 0.95, 'energyregen_mod': 1.2, 'tenacity': 1.2}, 'urf': {'dmg_dealt': 0.85, 'dmg_taken': 1.1}}	Melee	2012-11-13	V1.0.0.151	V14.15	{'Assassin'}	{'Middle'}	{'Jungle', 'Middle'}	3	1	1	3	1	55	Physical	1350	585	{1: 'Contempt for the Weak'}	{1: 'Razor Shuriken'}	{1: 'Living Shadow', 2: 'Living Shadow 2'}	{1: 'Shadow Slash'}	{1: 'Death Mark', 2: 'Death Mark 2'}	{1: 'Contempt for the Weak', 2: 'Razor Shuriken', 3: 'Living Shadow', 4: 'Shadow Slash', 5: 'Death Mark'}	NaN	Kagetora
167	Zeri	221.0	Zeri	The Spark of Zaun	2	Marksman	NaN	Mana	{'hp_base': 600, 'hp_lvl': 110, 'mp_base': 250, 'mp_lvl': 45, 'arm_base': 24, 'arm_lvl': 4.2, 'mr_base': 30, 'mr_lvl': 1.3, 'hp5_base': 3.25, 'hp5_lvl': 0.7, 'mp5_base': 6, 'mp5_lvl': 0.8, 'dam_base': 56, 'dam_lvl': 2, 'as_base': 0.658, 'as_lvl': 2, 'range': 500, 'ms': 330, 'acquisition_radius': 800, 'selection_height': 122.22219848632812, 'selection_radius': 100, 'pathing_radius': 40, 'as_ratio': 0.625, 'attack_delay_offset': -0.14375, 'missile_speed': 0, 'aram': {'dmg_dealt': 1.1, 'dmg_taken': 0.95}}	Ranged	2022-01-20	V12.2	V14.18	{'Marksman'}	{'Bottom'}	{'Bottom'}	2	1	2	3	0	35	Physical	4800	880	{1: 'Living Battery'}	{1: 'Burst Fire'}	{1: 'Ultrashock Laser'}	{1: 'Spark Surge'}	{1: 'Lightning Crash'}	{1: 'Living Battery', 2: 'Burst Fire', 3: 'Ultrashock Laser', 4: 'Spark Surge', 5: 'Lightning Crash'}	NaN	NaN
168	Ziggs	115.0	Ziggs	the Hexplosives Expert	2	Mage	NaN	Mana	{'hp_base': 606, 'hp_lvl': 106, 'mp_base': 480, 'mp_lvl': 23.5, 'arm_base': 21, 'arm_lvl': 4.7, 'mr_base': 30, 'mr_lvl': 1.3, 'hp5_base': 6.5, 'hp5_lvl': 0.6, 'mp5_base': 8, 'mp5_lvl': 0.8, 'dam_base': 55, 'dam_lvl': 3.1, 'as_base': 0.656, 'as_lvl': 2, 'range': 550, 'ms': 325, 'acquisition_radius': 800, 'selection_height': 110, 'selection_radius': 100, 'pathing_radius': 30, 'gameplay_radius': 55, 'as_ratio': 0.656000018119812, 'attack_delay_offset': -0.1, 'missile_speed': 1500, 'aram': {'dmg_dealt': 0.87, 'dmg_taken': 1.2, 'ability_haste': -20}, 'nb': {'dmg_dealt': 0.95, 'ability_haste': -10}, 'ofa': {'dmg_taken': 0.95}}	Ranged	2012-02-01	V1.0.0.133	V14.18	{'Artillery'}	{'Bottom'}	{'Bottom', 'Middle'}	3	1	2	2	1	90	Magic	4800	880	{1: 'Short Fuse'}	{1: 'Bouncing Bomb'}	{1: 'Satchel Charge'}	{1: 'Hexplosive Minefield'}	{1: 'Mega Inferno Bomb'}	{1: 'Short Fuse', 2: 'Bouncing Bomb', 3: 'Satchel Charge', 4: 'Hexplosive Minefield', 5: 'Mega Inferno Bomb'}	NaN	NaN
169	Zilean	26.0	Zilean	the Chronokeeper	2	Support	Mage	Mana	{'hp_base': 574, 'hp_lvl': 96, 'mp_base': 452, 'mp_lvl': 50, 'arm_base': 24, 'arm_lvl': 5, 'mr_base': 30, 'mr_lvl': 1.3, 'hp5_base': 5.5, 'hp5_lvl': 0.5, 'mp5_base': 11.35, 'mp5_lvl': 0.8, 'dam_base': 52, 'dam_lvl': 3, 'as_base': 0.658, 'as_lvl': 2.13, 'range': 550, 'ms': 335, 'acquisition_radius': 550, 'selection_height': 185, 'selection_radius': 135, 'pathing_radius': 35, 'as_ratio': 0.625, 'attack_delay_offset': -0.11999999731779, 'missile_speed': 1500, 'aram': {'dmg_dealt': 1.05, 'dmg_taken': 0.95}, 'ofa': {'dmg_dealt': 1.05, 'dmg_taken': 0.95}, 'urf': {'dmg_dealt': 1.05, 'dmg_taken': 0.9}}	Ranged	2009-04-18	April 18, 2009 Patch	V25.S1.2	{'Specialist'}	{'Support'}	{'Support'}	2	1	2	2	3	100	Magic	1350	585	{1: 'Time in a Bottle'}	{1: 'Time Bomb'}	{1: 'Rewind'}	{1: 'Time Warp'}	{1: 'Chronoshift'}	{1: 'Time in a Bottle', 2: 'Time Bomb', 3: 'Rewind', 4: 'Time Warp', 5: 'Chronoshift'}	NaN	NaN
170	Zoe	142.0	Zoe	the Aspect of Twilight	3	Mage	Support	Mana	{'hp_base': 630, 'hp_lvl': 106, 'mp_base': 425, 'mp_lvl': 25, 'arm_base': 21, 'arm_lvl': 4.7, 'mr_base': 30, 'mr_lvl': 1.3, 'hp5_base': 7.5, 'hp5_lvl': 0.6, 'mp5_base': 8, 'mp5_lvl': 0.65, 'dam_base': 58, 'dam_lvl': 3.3, 'as_base': 0.658, 'as_lvl': 2.5, 'range': 550, 'ms': 340, 'acquisition_radius': 550, 'selection_height': 145, 'selection_radius': 100, 'pathing_radius': 30, 'gameplay_radius': 55, 'as_ratio': 0.625, 'attack_delay_offset': -0.138541668653488, 'aram': {'dmg_dealt': 1.1, 'dmg_taken': 0.95}, 'ofa': {'dmg_dealt': 1.1, 'dmg_taken': 0.9}}	Ranged	2017-11-21	V7.23	V25.S1.2	{'Burst'}	{'Middle'}	{'Middle'}	3	1	2	2	1	100	Magic	4800	880	{1: 'More Sparkles!'}	{1: 'Paddle Star', 2: 'Paddle Star 2'}	{1: 'Spell Thief'}	{1: 'Sleepy Trouble Bubble'}	{1: 'Portal Jump'}	{1: 'More Sparkles!', 2: 'Paddle Star', 3: 'Spell Thief', 4: 'Sleepy Trouble Bubble', 5: 'Portal Jump'}	NaN	NaN
171	Zyra	143.0	Zyra	Rise of the Thorns	2	Mage	Support	Mana	{'hp_base': 574, 'hp_lvl': 93, 'mp_base': 418, 'mp_lvl': 25, 'arm_base': 29, 'arm_lvl': 4.2, 'mr_base': 30, 'mr_lvl': 1.3, 'hp5_base': 5.5, 'hp5_lvl': 0.5, 'mp5_base': 7, 'mp5_lvl': 0.8, 'dam_base': 53, 'dam_lvl': 3.2, 'as_base': 0.681, 'as_lvl': 2.11, 'range': 575, 'ms': 340, 'acquisition_radius': 575, 'selection_height': 120, 'selection_radius': 120, 'pathing_radius': 35, 'as_ratio': 0.625, 'attack_delay_offset': -0.154166668653488, 'missile_speed': 1700, 'aram': {'dmg_dealt': 0.9, 'dmg_taken': 1.05, 'ability_haste': -10}, 'nb': {'dmg_dealt': 0.95, 'dmg_taken': 1.08}}	Ranged	2012-07-24	V1.0.0.143	V14.24	{'Catcher'}	{'Support'}	{'Support'}	3	1	3	1	1	100	Magic	3150	790	{1: 'Garden of Thorns'}	{1: 'Deadly Spines'}	{1: 'Rampant Growth'}	{1: 'Grasping Roots'}	{1: 'Stranglethorns'}	{1: 'Garden of Thorns', 2: 'Deadly Spines', 3: 'Rampant Growth', 4: 'Grasping Roots', 5: 'Stranglethorns'}	NaN	NaN

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

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Most occurring blocks

Most frequent character per block

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Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)